DeepReg: a deep learning toolkit for medical image registration

DeepReg (this https URL) is a community-supported open-source toolkit for research and education in medical image registration using deep learning.

eess.IV cs.CV Medicine Computer Science Engineering

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References (30)

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02Longitudinal Image Registration with Temporal-order and Subject-specificity DiscriminationQianye Yang, Yunguan Fu, F. Giganti et al.2020 · International Conference on Medical Image Computing and Computer-Assisted Intervention · 8 citations In Library

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05Learn2Reg Challenge: CT Lung Registration - Training DataA. Hering, K. Murphy, B. Ginneken2020 · 31 citations

06Learn2Reg - The ChallengeAdrian V. Dalca, Yipeng Hu, Tom Kamiel Magda Vercauteren et al.2020 · 11 citations

07Publisher Correction to: 10.1007/s00138-020-01059-4; 10.1007/s00138-020-01057-6; 10.1007/s00138-020-01058-5; 10.1007/s00138-020-01060-x; 10.1007/s00138-019-01054-4; 10.1007/s00138-019-01056-2; 10.1007/s00138-019-01053-5; 10.1007/s00138-019-01055-3; 10.1007/s00138-019-01052-6; 10.1007/s00138-019-0105Springer Berlin Heidelberg2020 · Machine Vision and Applications · 2 citations

08Deep learning in medical image registration: a reviewYabo Fu, Y. Lei, Tonghe Wang et al.2019 · Physics in Medicine and Biology · 620 citations In Library

09Learning Conditional Deformable Templates with Convolutional NetworksAdrian V. Dalca, Marianne Rakic, J. Guttag et al.2019 · Neural Information Processing Systems · 139 citations In Library

10Conditional Segmentation in Lieu of Image RegistrationYipeng Hu, E. Gibson, D. Barratt et al.2019 · International Conference on Medical Image Computing and Computer-Assisted Intervention · 26 citations In Library

11Deep learning in medical image registration: a surveyGrant Haskins, U. Kruger, Pingkun Yan2019 · Machine Vision and Applications · 682 citations In Library

12A large annotated medical image dataset for the development and evaluation of segmentation algorithmsAmber L. Simpson, M. Antonelli, S. Bakas et al.2019 · arXiv.org · 1.0k citations In Library

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